Among them, three genes, SPP1, MMP1, and S100A2, were strikingly upregulated and four genes, FCN3, HHIP, S100A12, and CPB2, were downregulated in both NSCLC and IPF. Here, SPP1 is linked to idiopathic pulmonary fibrosis.